Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 292 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 72.0 KiB |
| Average record size in memory | 252.4 B |
Variable types
| NUM | 16 |
|---|---|
| BOOL | 8 |
| CAT | 1 |
| DATE | 1 |
Reproduction
| Analysis started | 2020-05-05 17:45:41.802661 |
|---|---|
| Analysis finished | 2020-05-05 17:46:17.323133 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
udsventa has 57 (19.5%) zeros | Zeros |
udsprevisionempresa has 82 (28.1%) zeros | Zeros |
weekday has 41 (14.0%) zeros | Zeros |
sin_weekday has 41 (14.0%) zeros | Zeros |
roll4wd_udsventa has 50 (17.1%) zeros | Zeros |
roll4wd_udsstock has 16 (5.5%) zeros | Zeros |
udsprevisionempresa_shifted-1 has 83 (28.4%) zeros | Zeros |
udsprevisionempresa_shifted-2 has 84 (28.8%) zeros | Zeros |
udsstock_shifted7 has 7 (2.4%) zeros | Zeros |
roll4wd_udsstock_shifted1 has 17 (5.8%) zeros | Zeros |
roll4wd_udsstock_shifted7 has 23 (7.9%) zeros | Zeros |
udsventa_shifted1 has 57 (19.5%) zeros | Zeros |
| Distinct count | 292 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| Minimum | 2019-06-05 00:00:00 |
|---|---|
| Maximum | 2020-03-22 00:00:00 |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 32 |
|---|
| Value | Count | Frequency (%) | |
| 32 | 292 | 100.0% |
Length
| Max length | 2 |
|---|---|
| Mean length | 2 |
| Min length | 2 |
| Value | Count | Frequency (%) | |
| Decimal_Number | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| Common | 2 | 100.0% |
| Value | Count | Frequency (%) | |
| ASCII | 2 | 100.0% |
udsstock
Real number (ℝ≥0)
| Distinct count | 97 |
|---|---|
| Unique (%) | 33.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1130.034616228127 |
|---|---|
| Minimum | 129.0 |
| Maximum | 2416.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 129 |
|---|---|
| 5-th percentile | 588.15 |
| Q1 | 886.6923077 |
| median | 1113.433333 |
| Q3 | 1366.7 |
| 95-th percentile | 1760.25 |
| Maximum | 2416 |
| Range | 2287 |
| Interquartile range (IQR) | 480.0076923 |
Descriptive statistics
| Standard deviation | 369.0802513 |
|---|---|
| Coefficient of variation (CV) | 0.3266096861 |
| Kurtosis | 0.8888383955 |
| Mean | 1130.034616 |
| Median Absolute Deviation (MAD) | 286.2371716 |
| Skewness | 0.3886536348 |
| Sum | 329970.1079 |
| Variance | 136220.2319 |
| Value | Count | Frequency (%) | |
| 886.6923077 | 25 | 8.6% | |
| 1021.266667 | 14 | 4.8% | |
| 1385.392857 | 13 | 4.5% | |
| 1366.7 | 12 | 4.1% | |
| 1113.433333 | 11 | 3.8% | |
| 1243.344828 | 11 | 3.8% | |
| 878 | 6 | 2.1% | |
| 1511 | 6 | 2.1% | |
| 672 | 5 | 1.7% | |
| 788 | 5 | 1.7% | |
| Other values (87) | 184 | 63.0% |
| Value | Count | Frequency (%) | |
| 129 | 1 | 0.3% | |
| 155 | 1 | 0.3% | |
| 323 | 1 | 0.3% | |
| 362 | 1 | 0.3% | |
| 374 | 2 | 0.7% |
| Value | Count | Frequency (%) | |
| 2416 | 1 | 0.3% | |
| 2274 | 2 | 0.7% | |
| 2219 | 1 | 0.3% | |
| 2157 | 2 | 0.7% | |
| 2080 | 1 | 0.3% |
| Distinct count | 91 |
|---|---|
| Unique (%) | 31.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 500.56164383561645 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2410.0 |
| Zeros | 57 |
| Zeros (%) | 19.5% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 285 |
| median | 511 |
| Q3 | 698 |
| 95-th percentile | 1047.05 |
| Maximum | 2410 |
| Range | 2410 |
| Interquartile range (IQR) | 413 |
Descriptive statistics
| Standard deviation | 360.328477 |
|---|---|
| Coefficient of variation (CV) | 0.7198483571 |
| Kurtosis | 3.128100968 |
| Mean | 500.5616438 |
| Median Absolute Deviation (MAD) | 271.7311878 |
| Skewness | 0.905171123 |
| Sum | 146164 |
| Variance | 129836.6113 |
| Value | Count | Frequency (%) | |
| 0 | 57 | 19.5% | |
| 688 | 8 | 2.7% | |
| 472 | 7 | 2.4% | |
| 639 | 7 | 2.4% | |
| 423 | 6 | 2.1% | |
| 442 | 6 | 2.1% | |
| 560 | 6 | 2.1% | |
| 492 | 6 | 2.1% | |
| 708 | 5 | 1.7% | |
| 511 | 5 | 1.7% | |
| Other values (81) | 179 | 61.3% |
| Value | Count | Frequency (%) | |
| 0 | 57 | 19.5% | |
| 147 | 1 | 0.3% | |
| 186 | 1 | 0.3% | |
| 196 | 1 | 0.3% | |
| 206 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2410 | 1 | 0.3% | |
| 1889 | 1 | 0.3% | |
| 1800 | 1 | 0.3% | |
| 1751 | 1 | 0.3% | |
| 1535 | 1 | 0.3% |
| Distinct count | 193 |
|---|---|
| Unique (%) | 66.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2248.77397260274 |
|---|---|
| Minimum | 0.0 |
| Maximum | 19542.0 |
| Zeros | 82 |
| Zeros (%) | 28.1% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1659.5 |
| Q3 | 3460 |
| 95-th percentile | 6803.55 |
| Maximum | 19542 |
| Range | 19542 |
| Interquartile range (IQR) | 3460 |
Descriptive statistics
| Standard deviation | 2563.018003 |
|---|---|
| Coefficient of variation (CV) | 1.139740158 |
| Kurtosis | 10.13146741 |
| Mean | 2248.773973 |
| Median Absolute Deviation (MAD) | 1851.605132 |
| Skewness | 2.375309942 |
| Sum | 656642 |
| Variance | 6569061.282 |
| Value | Count | Frequency (%) | |
| 0 | 82 | 28.1% | |
| 2371 | 3 | 1.0% | |
| 1613 | 2 | 0.7% | |
| 1399 | 2 | 0.7% | |
| 1676 | 2 | 0.7% | |
| 3140 | 2 | 0.7% | |
| 1865 | 2 | 0.7% | |
| 3788 | 2 | 0.7% | |
| 3825 | 2 | 0.7% | |
| 4227 | 2 | 0.7% | |
| Other values (183) | 191 | 65.4% |
| Value | Count | Frequency (%) | |
| 0 | 82 | 28.1% | |
| 51 | 1 | 0.3% | |
| 129 | 2 | 0.7% | |
| 159 | 1 | 0.3% | |
| 216 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 19542 | 1 | 0.3% | |
| 16054 | 1 | 0.3% | |
| 13299 | 1 | 0.3% | |
| 9635 | 1 | 0.3% | |
| 9414 | 1 | 0.3% |
| Distinct count | 1 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 |
|---|
| Value | Count | Frequency (%) | |
| 0 | 292 | 100.0% |
festivo
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 | 8 |
| Value | Count | Frequency (%) | |
| 0 | 284 | 97.3% | |
| 1 | 8 | 2.7% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.017123287671233 |
|---|---|
| Minimum | 0 |
| Maximum | 6 |
| Zeros | 41 |
| Zeros (%) | 14.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.999067122 |
|---|---|
| Coefficient of variation (CV) | 0.662573893 |
| Kurtosis | -1.24431598 |
| Mean | 3.017123288 |
| Median Absolute Deviation (MAD) | 1.711249765 |
| Skewness | -0.01071552041 |
| Sum | 881 |
| Variance | 3.996269359 |
| Value | Count | Frequency (%) | |
| 6 | 42 | 14.4% | |
| 5 | 42 | 14.4% | |
| 4 | 42 | 14.4% | |
| 3 | 42 | 14.4% | |
| 2 | 42 | 14.4% | |
| 1 | 41 | 14.0% | |
| 0 | 41 | 14.0% |
| Value | Count | Frequency (%) | |
| 0 | 41 | 14.0% | |
| 1 | 41 | 14.0% | |
| 2 | 42 | 14.4% | |
| 3 | 42 | 14.4% | |
| 4 | 42 | 14.4% |
| Value | Count | Frequency (%) | |
| 6 | 42 | 14.4% | |
| 5 | 42 | 14.4% | |
| 4 | 42 | 14.4% | |
| 3 | 42 | 14.4% | |
| 2 | 42 | 14.4% |
working_day
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 420.0 B |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) | |
| True | 242 | 82.9% | |
| False | 50 | 17.1% |
| Distinct count | 7 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.002677505076945293 |
|---|---|
| Minimum | -0.9749279121818236 |
| Maximum | 0.9749279121818236 |
| Zeros | 41 |
| Zeros (%) | 14.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -0.9749279122 |
|---|---|
| 5-th percentile | -0.9749279122 |
| Q1 | -0.7818314825 |
| median | 0 |
| Q3 | 0.7818314825 |
| 95-th percentile | 0.9749279122 |
| Maximum | 0.9749279122 |
| Range | 1.949855824 |
| Interquartile range (IQR) | 1.563662965 |
Descriptive statistics
| Standard deviation | 0.7092579884 |
|---|---|
| Coefficient of variation (CV) | -264.895105 |
| Kurtosis | -1.507989269 |
| Mean | -0.002677505077 |
| Median Absolute Deviation (MAD) | 0.6278742875 |
| Skewness | 0.006768729133 |
| Sum | -0.7818314825 |
| Variance | 0.5030468941 |
| Value | Count | Frequency (%) | |
| -0.4338837391 | 42 | 14.4% | |
| 0.4338837391 | 42 | 14.4% | |
| -0.9749279122 | 42 | 14.4% | |
| -0.7818314825 | 42 | 14.4% | |
| 0.9749279122 | 42 | 14.4% | |
| 0.7818314825 | 41 | 14.0% | |
| 0 | 41 | 14.0% |
| Value | Count | Frequency (%) | |
| -0.9749279122 | 42 | 14.4% | |
| -0.7818314825 | 42 | 14.4% | |
| -0.4338837391 | 42 | 14.4% | |
| 0 | 41 | 14.0% | |
| 0.4338837391 | 42 | 14.4% |
| Value | Count | Frequency (%) | |
| 0.9749279122 | 42 | 14.4% | |
| 0.7818314825 | 41 | 14.0% | |
| 0.4338837391 | 42 | 14.4% | |
| 0 | 41 | 14.0% | |
| -0.4338837391 | 42 | 14.4% |
cos_weekday
Real number (ℝ)
| Distinct count | 7 |
|---|---|
| Unique (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.005559896581708024 |
|---|---|
| Minimum | -0.9009688679024191 |
| Maximum | 1.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | -0.9009688679 |
|---|---|
| 5-th percentile | -0.9009688679 |
| Q1 | -0.9009688679 |
| median | -0.222520934 |
| Q3 | 0.6234898019 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1.900968868 |
| Interquartile range (IQR) | 1.52445867 |
Descriptive statistics
| Standard deviation | 0.7073551581 |
|---|---|
| Coefficient of variation (CV) | -127.2245172 |
| Kurtosis | -1.502452694 |
| Mean | -0.005559896582 |
| Median Absolute Deviation (MAD) | 0.6399937036 |
| Skewness | 0.01159750905 |
| Sum | -1.623489802 |
| Variance | 0.5003513197 |
| Value | Count | Frequency (%) | |
| -0.222520934 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% | |
| -0.9009688679 | 42 | 14.4% | |
| -0.9009688679 | 42 | 14.4% | |
| 0.6234898019 | 42 | 14.4% | |
| 0.6234898019 | 41 | 14.0% | |
| 1 | 41 | 14.0% |
| Value | Count | Frequency (%) | |
| -0.9009688679 | 42 | 14.4% | |
| -0.9009688679 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% | |
| 0.6234898019 | 42 | 14.4% |
| Value | Count | Frequency (%) | |
| 1 | 41 | 14.0% | |
| 0.6234898019 | 41 | 14.0% | |
| 0.6234898019 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% | |
| -0.222520934 | 42 | 14.4% |
is_august
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 | 31 |
| Value | Count | Frequency (%) | |
| 0 | 261 | 89.4% | |
| 1 | 31 | 10.6% |
spring
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 0 | 291 | 99.7% | |
| 1 | 1 | 0.3% |
summer
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 184 | 63.0% | |
| 1 | 108 | 37.0% |
autumn
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 202 | 69.2% | |
| 1 | 90 | 30.8% |
winter
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 200 | 68.5% | |
| 1 | 92 | 31.5% |
| Distinct count | 232 |
|---|---|
| Unique (%) | 79.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 503.48763454011737 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1294.875 |
| Zeros | 50 |
| Zeros (%) | 17.1% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 352.5 |
| median | 553 |
| Q3 | 690 |
| 95-th percentile | 948.3991071 |
| Maximum | 1294.875 |
| Range | 1294.875 |
| Interquartile range (IQR) | 337.5 |
Descriptive statistics
| Standard deviation | 289.6984597 |
|---|---|
| Coefficient of variation (CV) | 0.5753834649 |
| Kurtosis | -0.3711887023 |
| Mean | 503.4876345 |
| Median Absolute Deviation (MAD) | 226.3199039 |
| Skewness | -0.3306824771 |
| Sum | 147018.3893 |
| Variance | 83925.19754 |
| Value | Count | Frequency (%) | |
| 0 | 50 | 17.1% | |
| 503.875 | 3 | 1.0% | |
| 560 | 2 | 0.7% | |
| 545.625 | 2 | 0.7% | |
| 692 | 2 | 0.7% | |
| 913.625 | 2 | 0.7% | |
| 601.125 | 2 | 0.7% | |
| 451 | 2 | 0.7% | |
| 352.5 | 2 | 0.7% | |
| 524.875 | 2 | 0.7% | |
| Other values (222) | 223 | 76.4% |
| Value | Count | Frequency (%) | |
| 0 | 50 | 17.1% | |
| 211.7142857 | 1 | 0.3% | |
| 226.875 | 1 | 0.3% | |
| 265.25 | 1 | 0.3% | |
| 273 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1294.875 | 1 | 0.3% | |
| 1133 | 1 | 0.3% | |
| 1105.857143 | 1 | 0.3% | |
| 1101.6 | 1 | 0.3% | |
| 1073.571429 | 1 | 0.3% |
| Distinct count | 239 |
|---|---|
| Unique (%) | 81.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1094.7101149706457 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2416.0 |
| Zeros | 16 |
| Zeros (%) | 5.5% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 839.6875 |
| median | 1113.4375 |
| Q3 | 1382 |
| 95-th percentile | 1781.580357 |
| Maximum | 2416 |
| Range | 2416 |
| Interquartile range (IQR) | 542.3125 |
Descriptive statistics
| Standard deviation | 445.0093937 |
|---|---|
| Coefficient of variation (CV) | 0.40650889 |
| Kurtosis | 0.7201320193 |
| Mean | 1094.710115 |
| Median Absolute Deviation (MAD) | 335.3098296 |
| Skewness | -0.2989982605 |
| Sum | 319655.3536 |
| Variance | 198033.3605 |
| Value | Count | Frequency (%) | |
| 0 | 16 | 5.5% | |
| 710 | 10 | 3.4% | |
| 1072 | 5 | 1.7% | |
| 2157 | 3 | 1.0% | |
| 1382 | 3 | 1.0% | |
| 1279 | 3 | 1.0% | |
| 1925 | 2 | 0.7% | |
| 1460 | 2 | 0.7% | |
| 1013.75 | 2 | 0.7% | |
| 1076.75 | 2 | 0.7% | |
| Other values (229) | 244 | 83.6% |
| Value | Count | Frequency (%) | |
| 0 | 16 | 5.5% | |
| 362 | 1 | 0.3% | |
| 452.25 | 1 | 0.3% | |
| 462 | 1 | 0.3% | |
| 468.25 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2416 | 1 | 0.3% | |
| 2219 | 1 | 0.3% | |
| 2157 | 3 | 1.0% | |
| 2093 | 1 | 0.3% | |
| 2042 | 1 | 0.3% |
| Distinct count | 192 |
|---|---|
| Unique (%) | 65.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2203.2294520547944 |
|---|---|
| Minimum | 0.0 |
| Maximum | 19542.0 |
| Zeros | 83 |
| Zeros (%) | 28.4% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1628 |
| Q3 | 3436.5 |
| 95-th percentile | 6703.3 |
| Maximum | 19542 |
| Range | 19542 |
| Interquartile range (IQR) | 3436.5 |
Descriptive statistics
| Standard deviation | 2482.890335 |
|---|---|
| Coefficient of variation (CV) | 1.126932255 |
| Kurtosis | 10.71423133 |
| Mean | 2203.229452 |
| Median Absolute Deviation (MAD) | 1813.624906 |
| Skewness | 2.360600756 |
| Sum | 643343 |
| Variance | 6164744.418 |
| Value | Count | Frequency (%) | |
| 0 | 83 | 28.4% | |
| 2371 | 3 | 1.0% | |
| 1613 | 2 | 0.7% | |
| 1399 | 2 | 0.7% | |
| 303 | 2 | 0.7% | |
| 1676 | 2 | 0.7% | |
| 1865 | 2 | 0.7% | |
| 3788 | 2 | 0.7% | |
| 3825 | 2 | 0.7% | |
| 3259 | 2 | 0.7% | |
| Other values (182) | 190 | 65.1% |
| Value | Count | Frequency (%) | |
| 0 | 83 | 28.4% | |
| 51 | 1 | 0.3% | |
| 129 | 2 | 0.7% | |
| 159 | 1 | 0.3% | |
| 216 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 19542 | 1 | 0.3% | |
| 16054 | 1 | 0.3% | |
| 9635 | 1 | 0.3% | |
| 9414 | 1 | 0.3% | |
| 8942 | 1 | 0.3% |
| Distinct count | 191 |
|---|---|
| Unique (%) | 65.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2136.304794520548 |
|---|---|
| Minimum | 0.0 |
| Maximum | 16054.0 |
| Zeros | 84 |
| Zeros (%) | 28.8% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1613 |
| Q3 | 3410.5 |
| 95-th percentile | 6374.6 |
| Maximum | 16054 |
| Range | 16054 |
| Interquartile range (IQR) | 3410.5 |
Descriptive statistics
| Standard deviation | 2268.000951 |
|---|---|
| Coefficient of variation (CV) | 1.061646708 |
| Kurtosis | 4.922702659 |
| Mean | 2136.304795 |
| Median Absolute Deviation (MAD) | 1751.321238 |
| Skewness | 1.637135046 |
| Sum | 623801 |
| Variance | 5143828.316 |
| Value | Count | Frequency (%) | |
| 0 | 84 | 28.8% | |
| 2371 | 3 | 1.0% | |
| 2822 | 2 | 0.7% | |
| 1094 | 2 | 0.7% | |
| 3140 | 2 | 0.7% | |
| 1865 | 2 | 0.7% | |
| 3788 | 2 | 0.7% | |
| 3825 | 2 | 0.7% | |
| 129 | 2 | 0.7% | |
| 4227 | 2 | 0.7% | |
| Other values (181) | 189 | 64.7% |
| Value | Count | Frequency (%) | |
| 0 | 84 | 28.8% | |
| 51 | 1 | 0.3% | |
| 129 | 2 | 0.7% | |
| 159 | 1 | 0.3% | |
| 216 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 16054 | 1 | 0.3% | |
| 9635 | 1 | 0.3% | |
| 9414 | 1 | 0.3% | |
| 8942 | 1 | 0.3% | |
| 8564 | 1 | 0.3% |
udsstock_shifted1
Real number (ℝ≥0)
| Distinct count | 98 |
|---|---|
| Unique (%) | 33.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1126.1407806116888 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2416.0 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 581 |
| Q1 | 886.6923077 |
| median | 1113.433333 |
| Q3 | 1366.7 |
| 95-th percentile | 1760.25 |
| Maximum | 2416 |
| Range | 2416 |
| Interquartile range (IQR) | 480.0076923 |
Descriptive statistics
| Standard deviation | 374.9574542 |
|---|---|
| Coefficient of variation (CV) | 0.3329578865 |
| Kurtosis | 0.9504656482 |
| Mean | 1126.140781 |
| Median Absolute Deviation (MAD) | 289.7632578 |
| Skewness | 0.307317622 |
| Sum | 328833.1079 |
| Variance | 140593.0925 |
| Value | Count | Frequency (%) | |
| 886.6923077 | 25 | 8.6% | |
| 1021.266667 | 14 | 4.8% | |
| 1385.392857 | 13 | 4.5% | |
| 1366.7 | 12 | 4.1% | |
| 1113.433333 | 11 | 3.8% | |
| 1243.344828 | 11 | 3.8% | |
| 878 | 6 | 2.1% | |
| 1511 | 6 | 2.1% | |
| 1111 | 5 | 1.7% | |
| 788 | 5 | 1.7% | |
| Other values (88) | 184 | 63.0% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 129 | 1 | 0.3% | |
| 155 | 1 | 0.3% | |
| 323 | 1 | 0.3% | |
| 362 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2416 | 1 | 0.3% | |
| 2274 | 2 | 0.7% | |
| 2219 | 1 | 0.3% | |
| 2157 | 2 | 0.7% | |
| 2080 | 1 | 0.3% |
| Distinct count | 98 |
|---|---|
| Unique (%) | 33.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1108.1805066390862 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2416.0 |
| Zeros | 7 |
| Zeros (%) | 2.4% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 408.45 |
| Q1 | 886.6923077 |
| median | 1111 |
| Q3 | 1366.7 |
| 95-th percentile | 1760.25 |
| Maximum | 2416 |
| Range | 2416 |
| Interquartile range (IQR) | 480.0076923 |
Descriptive statistics
| Standard deviation | 403.5124784 |
|---|---|
| Coefficient of variation (CV) | 0.3641216174 |
| Kurtosis | 1.139197854 |
| Mean | 1108.180507 |
| Median Absolute Deviation (MAD) | 305.1497095 |
| Skewness | -0.03785759459 |
| Sum | 323588.7079 |
| Variance | 162822.3202 |
| Value | Count | Frequency (%) | |
| 886.6923077 | 25 | 8.6% | |
| 1385.392857 | 13 | 4.5% | |
| 1021.266667 | 13 | 4.5% | |
| 1243.344828 | 11 | 3.8% | |
| 1366.7 | 11 | 3.8% | |
| 1113.433333 | 10 | 3.4% | |
| 0 | 7 | 2.4% | |
| 1511 | 6 | 2.1% | |
| 878 | 6 | 2.1% | |
| 672 | 5 | 1.7% | |
| Other values (88) | 185 | 63.4% |
| Value | Count | Frequency (%) | |
| 0 | 7 | 2.4% | |
| 129 | 1 | 0.3% | |
| 155 | 1 | 0.3% | |
| 323 | 1 | 0.3% | |
| 362 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2416 | 1 | 0.3% | |
| 2274 | 2 | 0.7% | |
| 2219 | 1 | 0.3% | |
| 2157 | 2 | 0.7% | |
| 2080 | 1 | 0.3% |
| Distinct count | 238 |
|---|---|
| Unique (%) | 81.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1092.67655332681 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2416.0 |
| Zeros | 17 |
| Zeros (%) | 5.8% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 839.6875 |
| median | 1113.4375 |
| Q3 | 1382 |
| 95-th percentile | 1781.580357 |
| Maximum | 2416 |
| Range | 2416 |
| Interquartile range (IQR) | 542.3125 |
Descriptive statistics
| Standard deviation | 448.6481399 |
|---|---|
| Coefficient of variation (CV) | 0.4105955587 |
| Kurtosis | 0.7127278922 |
| Mean | 1092.676553 |
| Median Absolute Deviation (MAD) | 337.3812915 |
| Skewness | -0.3235403106 |
| Sum | 319061.5536 |
| Variance | 201285.1535 |
| Value | Count | Frequency (%) | |
| 0 | 17 | 5.8% | |
| 710 | 10 | 3.4% | |
| 1072 | 5 | 1.7% | |
| 1279 | 3 | 1.0% | |
| 2157 | 3 | 1.0% | |
| 1382 | 3 | 1.0% | |
| 1278.8 | 2 | 0.7% | |
| 1307.75 | 2 | 0.7% | |
| 947.625 | 2 | 0.7% | |
| 1414.625 | 2 | 0.7% | |
| Other values (228) | 243 | 83.2% |
| Value | Count | Frequency (%) | |
| 0 | 17 | 5.8% | |
| 362 | 1 | 0.3% | |
| 452.25 | 1 | 0.3% | |
| 462 | 1 | 0.3% | |
| 468.25 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2416 | 1 | 0.3% | |
| 2219 | 1 | 0.3% | |
| 2157 | 3 | 1.0% | |
| 2093 | 1 | 0.3% | |
| 2042 | 1 | 0.3% |
| Distinct count | 233 |
|---|---|
| Unique (%) | 79.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1072.7386130136986 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2416.0 |
| Zeros | 23 |
| Zeros (%) | 7.9% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 814.025 |
| median | 1096.071429 |
| Q3 | 1382 |
| 95-th percentile | 1781.580357 |
| Maximum | 2416 |
| Range | 2416 |
| Interquartile range (IQR) | 567.975 |
Descriptive statistics
| Standard deviation | 472.9505115 |
|---|---|
| Coefficient of variation (CV) | 0.4408814092 |
| Kurtosis | 0.5154957632 |
| Mean | 1072.738613 |
| Median Absolute Deviation (MAD) | 355.0955665 |
| Skewness | -0.4018637958 |
| Sum | 313239.675 |
| Variance | 223682.1863 |
| Value | Count | Frequency (%) | |
| 0 | 23 | 7.9% | |
| 710 | 10 | 3.4% | |
| 1072 | 5 | 1.7% | |
| 1279 | 3 | 1.0% | |
| 2157 | 3 | 1.0% | |
| 1382 | 3 | 1.0% | |
| 1228.857143 | 2 | 0.7% | |
| 806.2857143 | 2 | 0.7% | |
| 952.375 | 2 | 0.7% | |
| 1013.75 | 2 | 0.7% | |
| Other values (223) | 237 | 81.2% |
| Value | Count | Frequency (%) | |
| 0 | 23 | 7.9% | |
| 362 | 1 | 0.3% | |
| 452.25 | 1 | 0.3% | |
| 462 | 1 | 0.3% | |
| 468.25 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2416 | 1 | 0.3% | |
| 2219 | 1 | 0.3% | |
| 2157 | 3 | 1.0% | |
| 2093 | 1 | 0.3% | |
| 2042 | 1 | 0.3% |
| Distinct count | 91 |
|---|---|
| Unique (%) | 31.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 500.56164383561645 |
|---|---|
| Minimum | 0.0 |
| Maximum | 2410.0 |
| Zeros | 57 |
| Zeros (%) | 19.5% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 285 |
| median | 511 |
| Q3 | 698 |
| 95-th percentile | 1047.05 |
| Maximum | 2410 |
| Range | 2410 |
| Interquartile range (IQR) | 413 |
Descriptive statistics
| Standard deviation | 360.328477 |
|---|---|
| Coefficient of variation (CV) | 0.7198483571 |
| Kurtosis | 3.128100968 |
| Mean | 500.5616438 |
| Median Absolute Deviation (MAD) | 271.7311878 |
| Skewness | 0.905171123 |
| Sum | 146164 |
| Variance | 129836.6113 |
| Value | Count | Frequency (%) | |
| 0 | 57 | 19.5% | |
| 688 | 8 | 2.7% | |
| 639 | 7 | 2.4% | |
| 472 | 7 | 2.4% | |
| 492 | 6 | 2.1% | |
| 560 | 6 | 2.1% | |
| 442 | 6 | 2.1% | |
| 423 | 6 | 2.1% | |
| 738 | 5 | 1.7% | |
| 511 | 5 | 1.7% | |
| Other values (81) | 179 | 61.3% |
| Value | Count | Frequency (%) | |
| 0 | 57 | 19.5% | |
| 147 | 1 | 0.3% | |
| 186 | 1 | 0.3% | |
| 196 | 1 | 0.3% | |
| 206 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 2410 | 1 | 0.3% | |
| 1889 | 1 | 0.3% | |
| 1800 | 1 | 0.3% | |
| 1751 | 1 | 0.3% | |
| 1535 | 1 | 0.3% |
roll4_udstock_shifted1
Real number (ℝ≥0)
| Distinct count | 270 |
|---|---|
| Unique (%) | 92.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1122.575455269223 |
|---|---|
| Minimum | 0.0 |
| Maximum | 1931.5 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Memory size | 2.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 669.84375 |
| Q1 | 965.5003205 |
| median | 1119.393289 |
| Q3 | 1288.672729 |
| 95-th percentile | 1512.341875 |
| Maximum | 1931.5 |
| Range | 1931.5 |
| Interquartile range (IQR) | 323.1724089 |
Descriptive statistics
| Standard deviation | 265.0619151 |
|---|---|
| Coefficient of variation (CV) | 0.2361194643 |
| Kurtosis | 1.392785056 |
| Mean | 1122.575455 |
| Median Absolute Deviation (MAD) | 204.2517983 |
| Skewness | -0.3931131749 |
| Sum | 327792.0329 |
| Variance | 70257.81885 |
| Value | Count | Frequency (%) | |
| 1267.45067 | 5 | 1.7% | |
| 1118.286579 | 5 | 1.7% | |
| 1291.120084 | 3 | 1.0% | |
| 965.8516712 | 3 | 1.0% | |
| 1213.126437 | 3 | 1.0% | |
| 965.5003205 | 3 | 1.0% | |
| 1082.186538 | 3 | 1.0% | |
| 1067.125 | 2 | 0.7% | |
| 1170.625 | 2 | 0.7% | |
| 1189.75 | 2 | 0.7% | |
| Other values (260) | 261 | 89.4% |
| Value | Count | Frequency (%) | |
| 0 | 1 | 0.3% | |
| 119.5 | 1 | 0.3% | |
| 400.1 | 1 | 0.3% | |
| 503.4083333 | 1 | 0.3% | |
| 568 | 1 | 0.3% |
| Value | Count | Frequency (%) | |
| 1931.5 | 1 | 0.3% | |
| 1923.5 | 1 | 0.3% | |
| 1737.799107 | 1 | 0.3% | |
| 1652.711538 | 1 | 0.3% | |
| 1647 | 1 | 0.3% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| fecha | producto | udsstock | udsventa | udsprevisionempresa | promo | festivo | weekday | working_day | sin_weekday | cos_weekday | is_august | spring | summer | autumn | winter | roll4wd_udsventa | roll4wd_udsstock | udsprevisionempresa_shifted-1 | udsprevisionempresa_shifted-2 | udsstock_shifted1 | udsstock_shifted7 | roll4wd_udsstock_shifted1 | roll4wd_udsstock_shifted7 | udsventa_shifted1 | roll4_udstock_shifted1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2019-06-05 | 32 | 478.000000 | 560.0 | 13299.0 | 0.0 | 0.0 | 2 | True | 0.974928 | -0.222521 | 0 | 0 | 1 | 0 | 0 | 560.0 | 478.0 | 19542.0 | 16054.0 | 0.000000 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 1 | 2019-06-06 | 32 | 1366.700000 | 806.0 | 19542.0 | 0.0 | 0.0 | 3 | True | 0.433884 | -0.900969 | 0 | 0 | 1 | 0 | 0 | 806.0 | 0.0 | 16054.0 | 3572.0 | 478.000000 | 0.000000 | 478.0 | 0.0 | 560.0 | 119.500000 |
| 2 | 2019-06-07 | 32 | 1243.344828 | 856.0 | 16054.0 | 0.0 | 0.0 | 4 | True | -0.433884 | -0.900969 | 0 | 0 | 1 | 0 | 0 | 856.0 | 0.0 | 3572.0 | 0.0 | 1366.700000 | 0.000000 | 0.0 | 0.0 | 806.0 | 400.100000 |
| 3 | 2019-06-08 | 32 | 1385.392857 | 275.0 | 3572.0 | 0.0 | 0.0 | 5 | True | -0.974928 | -0.222521 | 0 | 0 | 1 | 0 | 0 | 275.0 | 0.0 | 0.0 | 4646.0 | 1243.344828 | 0.000000 | 0.0 | 0.0 | 856.0 | 847.180603 |
| 4 | 2019-06-09 | 32 | 886.692308 | 0.0 | 0.0 | 0.0 | 0.0 | 6 | False | -0.781831 | 0.623490 | 0 | 0 | 1 | 0 | 0 | 0.0 | 0.0 | 4646.0 | 3438.0 | 1385.392857 | 0.000000 | 0.0 | 0.0 | 275.0 | 1211.690917 |
| 5 | 2019-06-10 | 32 | 886.692308 | 492.0 | 4646.0 | 0.0 | 0.0 | 0 | True | 0.000000 | 1.000000 | 0 | 0 | 1 | 0 | 0 | 492.0 | 0.0 | 3438.0 | 1448.0 | 886.692308 | 0.000000 | 0.0 | 0.0 | 0.0 | 1267.450670 |
| 6 | 2019-06-11 | 32 | 2157.000000 | 570.0 | 3438.0 | 0.0 | 0.0 | 1 | True | 0.781831 | 0.623490 | 0 | 0 | 1 | 0 | 0 | 570.0 | 2157.0 | 1448.0 | 2969.0 | 886.692308 | 0.000000 | 0.0 | 0.0 | 492.0 | 1118.286579 |
| 7 | 2019-06-12 | 32 | 1834.000000 | 688.0 | 1448.0 | 0.0 | 0.0 | 2 | True | 0.974928 | -0.222521 | 0 | 0 | 1 | 0 | 0 | 592.0 | 817.0 | 2969.0 | 4795.0 | 2157.000000 | 478.000000 | 2157.0 | 478.0 | 570.0 | 1107.818338 |
| 8 | 2019-06-13 | 32 | 362.000000 | 590.0 | 2969.0 | 0.0 | 0.0 | 3 | True | 0.433884 | -0.900969 | 0 | 0 | 1 | 0 | 0 | 752.0 | 362.0 | 4795.0 | 1597.0 | 1834.000000 | 1366.700000 | 817.0 | 0.0 | 688.0 | 1481.471154 |
| 9 | 2019-06-14 | 32 | 1382.000000 | 1092.0 | 4795.0 | 0.0 | 0.0 | 4 | True | -0.433884 | -0.900969 | 0 | 0 | 1 | 0 | 0 | 915.0 | 1382.0 | 1597.0 | 0.0 | 362.000000 | 1243.344828 | 362.0 | 0.0 | 590.0 | 1652.711538 |
Last rows
| fecha | producto | udsstock | udsventa | udsprevisionempresa | promo | festivo | weekday | working_day | sin_weekday | cos_weekday | is_august | spring | summer | autumn | winter | roll4wd_udsventa | roll4wd_udsstock | udsprevisionempresa_shifted-1 | udsprevisionempresa_shifted-2 | udsstock_shifted1 | udsstock_shifted7 | roll4wd_udsstock_shifted1 | roll4wd_udsstock_shifted7 | udsventa_shifted1 | roll4_udstock_shifted1 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 282 | 2020-03-13 | 32 | 1243.344828 | 1535.0 | 7132.0 | 0.0 | 0.0 | 4 | True | -0.433884 | -0.900969 | 0 | 0 | 0 | 0 | 1 | 883.875 | 1098.000000 | 0.0 | 0.0 | 1366.700000 | 1243.344828 | 1460.000000 | 1224.000000 | 364.0 | 1024.336538 |
| 283 | 2020-03-14 | 32 | 762.000000 | 1751.0 | 0.0 | 0.0 | 0.0 | 5 | True | -0.974928 | -0.222521 | 0 | 0 | 0 | 0 | 1 | 512.625 | 1023.750000 | 0.0 | 1389.0 | 1243.344828 | 1385.392857 | 1098.000000 | 1111.000000 | 1535.0 | 1193.843103 |
| 284 | 2020-03-15 | 32 | 374.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 6 | False | -0.781831 | 0.623490 | 0 | 0 | 0 | 0 | 1 | 0.000 | 626.000000 | 1389.0 | 1810.0 | 762.000000 | 886.692308 | 1023.750000 | 710.000000 | 1751.0 | 1213.195977 |
| 285 | 2020-03-16 | 32 | 374.000000 | 432.0 | 1389.0 | 0.0 | 0.0 | 0 | True | 0.000000 | 1.000000 | 0 | 0 | 0 | 0 | 1 | 614.375 | 635.200000 | 1810.0 | 3089.0 | 374.000000 | 886.692308 | 626.000000 | 686.428571 | 0.0 | 969.591810 |
| 286 | 2020-03-17 | 32 | 1021.266667 | 1800.0 | 1810.0 | 0.0 | 0.0 | 1 | True | 0.781831 | 0.623490 | 0 | 0 | 0 | 0 | 1 | 554.125 | 871.428571 | 3089.0 | 3140.0 | 374.000000 | 867.000000 | 635.200000 | 870.250000 | 432.0 | 628.168103 |
| 287 | 2020-03-18 | 32 | 1113.433333 | 600.0 | 3089.0 | 0.0 | 0.0 | 2 | True | 0.974928 | -0.222521 | 0 | 0 | 0 | 0 | 1 | 490.250 | 1178.750000 | 3140.0 | 3776.0 | 1021.266667 | 1113.433333 | 871.428571 | 1122.142857 | 1800.0 | 503.408333 |
| 288 | 2020-03-19 | 32 | 1366.700000 | 1889.0 | 3140.0 | 0.0 | 0.0 | 3 | True | 0.433884 | -0.900969 | 0 | 0 | 0 | 0 | 1 | 727.750 | 1460.000000 | 3776.0 | 0.0 | 1113.433333 | 1366.700000 | 1178.750000 | 1460.000000 | 600.0 | 709.154167 |
| 289 | 2020-03-20 | 32 | 581.000000 | 2410.0 | 3776.0 | 0.0 | 0.0 | 4 | True | -0.433884 | -0.900969 | 0 | 0 | 0 | 0 | 1 | 1294.875 | 839.500000 | 0.0 | 0.0 | 1366.700000 | 1243.344828 | 1460.000000 | 1098.000000 | 1889.0 | 1018.100000 |
| 290 | 2020-03-21 | 32 | 788.000000 | 403.0 | 0.0 | 0.0 | 0.0 | 5 | True | -0.974928 | -0.222521 | 0 | 0 | 0 | 0 | 1 | 852.000 | 837.000000 | 0.0 | 0.0 | 581.000000 | 762.000000 | 839.500000 | 1023.750000 | 2410.0 | 1130.333333 |
| 291 | 2020-03-22 | 32 | 1137.000000 | 0.0 | 0.0 | 0.0 | 0.0 | 6 | False | -0.781831 | 0.623490 | 0 | 1 | 0 | 0 | 1 | 0.000 | 593.800000 | 0.0 | 0.0 | 788.000000 | 374.000000 | 837.000000 | 626.000000 | 403.0 | 968.066667 |